{"id":"https://openalex.org/W3165614405","doi":"https://doi.org/10.1371/journal.pcbi.1009048","title":"GCSENet: A GCN, CNN and SENet ensemble model for microRNA-disease association prediction","display_name":"GCSENet: A GCN, CNN and SENet ensemble model for microRNA-disease association prediction","publication_year":2021,"publication_date":"2021-06-03","ids":{"openalex":"https://openalex.org/W3165614405","doi":"https://doi.org/10.1371/journal.pcbi.1009048","mag":"3165614405","pmid":"https://pubmed.ncbi.nlm.nih.gov/34081706"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1009048","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009048","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009048&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009048&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100428642","display_name":"Zhong Li","orcid":"https://orcid.org/0000-0002-2730-6427"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]},{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]},{"id":"https://openalex.org/I2800139495","display_name":"Science for Life Laboratory","ror":"https://ror.org/04ev03g22","country_code":"SE","type":"facility","lineage":["https://openalex.org/I2800139495"]}],"countries":["CN","SE"],"is_corresponding":true,"raw_author_name":"Zhong Li","raw_affiliation_strings":["Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Stockholm, Solna, Sweden","Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2730-6427","affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Stockholm, Solna, Sweden","institution_ids":["https://openalex.org/I2800139495","https://openalex.org/I161593684"]},{"raw_affiliation_string":"Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024091464","display_name":"Kaiyancheng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyancheng Jiang","raw_affiliation_strings":["Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033265307","display_name":"Shengwei Qin","orcid":"https://orcid.org/0000-0001-6505-9650"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwei Qin","raw_affiliation_strings":["Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6505-9650","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016075592","display_name":"Yijun Zhong","orcid":"https://orcid.org/0000-0001-8082-4103"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Zhong","raw_affiliation_strings":["Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8082-4103","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, School of Science, Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072903725","display_name":"Arne Elofsson","orcid":"https://orcid.org/0000-0002-7115-9751"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]},{"id":"https://openalex.org/I2800139495","display_name":"Science for Life Laboratory","ror":"https://ror.org/04ev03g22","country_code":"SE","type":"facility","lineage":["https://openalex.org/I2800139495"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Arne Elofsson","raw_affiliation_strings":["Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Stockholm, Solna, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7115-9751","affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Stockholm, Solna, Sweden","institution_ids":["https://openalex.org/I2800139495","https://openalex.org/I161593684"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100428642"],"corresponding_institution_ids":["https://openalex.org/I1328775524","https://openalex.org/I161593684","https://openalex.org/I2800139495"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.7499,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84227735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"e1009048","last_page":"e1009048"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11482","display_name":"RNA modifications and cancer","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6071881055831909},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5473724007606506},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.463167279958725},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.45096662640571594},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3962719142436981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38958919048309326},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.37834760546684265},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.31931495666503906},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.23257386684417725},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21091246604919434},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.077548086643219}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6071881055831909},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5473724007606506},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.463167279958725},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.45096662640571594},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3962719142436981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38958919048309326},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.37834760546684265},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.31931495666503906},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.23257386684417725},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21091246604919434},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.077548086643219},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020022","descriptor_name":"Genetic Predisposition to Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1009048","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009048","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009048&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:34081706","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34081706","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:RePEc:plo:pcbi00:1009048","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009048","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:7f1e93125e534edaa283ad4a04213a62","is_oa":true,"landing_page_url":"https://doaj.org/article/7f1e93125e534edaa283ad4a04213a62","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 17, Iss 6, p e1009048 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8205154","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8205154","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1009048","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009048","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1009048&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1460551468","display_name":"\u751f\u7269\u5e8f\u5217\u548c\u6a21\u578b\u805a\u7c7b\u4e0e\u53ef\u9760\u6027\u5206\u6790\u7684\u51e0\u4f55\u9020\u578b\u76f8\u5173\u95ee\u9898\u7814\u7a76","funder_award_id":"LZ19A010002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2762062612","display_name":null,"funder_award_id":"11671009","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3105520224","display_name":"\u865a\u62df\u8bd5\u8863\u51e0\u4f55\u9020\u578b\u4e2d\u7684\u4e2a\u6027\u5316\u4eba\u4f53\u91cd\u5efa\u4e0e\u8d28\u611f\u670d\u88c5\u4eff\u771f\u7814\u7a76","funder_award_id":"11671009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G313270726","display_name":null,"funder_award_id":"LZ19A010002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165614405.pdf","grobid_xml":"https://content.openalex.org/works/W3165614405.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1967087625","https://openalex.org/W1976526581","https://openalex.org/W1981052185","https://openalex.org/W2019028138","https://openalex.org/W2022732522","https://openalex.org/W2086809547","https://openalex.org/W2094500541","https://openalex.org/W2106029302","https://openalex.org/W2118814218","https://openalex.org/W2126619650","https://openalex.org/W2129158737","https://openalex.org/W2136410628","https://openalex.org/W2137734450","https://openalex.org/W2155653793","https://openalex.org/W2158135353","https://openalex.org/W2345181615","https://openalex.org/W2410390867","https://openalex.org/W2537623931","https://openalex.org/W2537679995","https://openalex.org/W2584926544","https://openalex.org/W2601934706","https://openalex.org/W2626778328","https://openalex.org/W2786016794","https://openalex.org/W2900870219","https://openalex.org/W2926842391","https://openalex.org/W2950225692","https://openalex.org/W2950834624","https://openalex.org/W2963420686","https://openalex.org/W2969212296","https://openalex.org/W2979556676","https://openalex.org/W3000082418","https://openalex.org/W3017317719","https://openalex.org/W3103659988","https://openalex.org/W4246271082","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2737319532","https://openalex.org/W3151405604","https://openalex.org/W2565797512","https://openalex.org/W2050308539","https://openalex.org/W2793648706","https://openalex.org/W3043187607","https://openalex.org/W2019096591","https://openalex.org/W3032012916","https://openalex.org/W2057742104","https://openalex.org/W4283692078"],"abstract_inverted_index":{"Recently,":[0],"an":[1,219,225],"increasing":[2],"number":[3],"of":[4,45,52,60,99,124,129,139,156,178,186,196,205,222,228,251],"studies":[5],"have":[6,72],"demonstrated":[7],"that":[8,16,239],"miRNAs":[9,17,33],"are":[10],"involved":[11],"in":[12,40,170,230],"human":[13],"diseases,":[14,115],"indicating":[15],"might":[18],"be":[19],"a":[20,37,73,83,111,148,154,202,231],"potential":[21],"pathogenic":[22],"factor":[23],"for":[24,96,166],"various":[25],"diseases.":[26],"Therefore,":[27],"figuring":[28],"out":[29],"the":[30,43,50,58,78,97,121,136,140,167,173,184,197,237,240,252],"relationship":[31],"between":[32],"and":[34,55,68,90,117,131,142,153,158,175,190,224],"diseases":[35],"plays":[36],"critical":[38],"role":[39],"not":[41],"only":[42],"development":[44],"new":[46],"drugs,":[47],"but":[48],"also":[49],"formulation":[51],"individualized":[53],"diagnosis":[54],"treatment.":[56],"As":[57],"prediction":[59,85,204],"miRNA-disease":[61,100,146,206],"association":[62],"via":[63],"biological":[64],"experiments":[65],"is":[66,243],"expensive":[67],"time-consuming,":[69],"computational":[70],"methods":[71,248],"positive":[74],"effect":[75],"on":[76,110,126,145,249],"revealing":[77],"association.":[79,101,207],"In":[80],"this":[81],"study,":[82],"novel":[84],"model":[86,103],"integrating":[87],"GCN,":[88],"CNN":[89],"Squeeze-and-Excitation":[91],"Networks":[92],"(GCSENet)":[93],"was":[94,151,161,211],"constructed":[95],"identification":[98],"The":[102,208],"first":[104],"captured":[105],"features":[106,193],"by":[107,194],"GCN":[108],"based":[109],"heterogeneous":[112],"graph":[113],"including":[114],"genes":[116,125],"miRNAs.":[118],"Then,":[119],"considering":[120],"different":[122,137],"effects":[123,138],"each":[127,187],"type":[128],"miRNA":[130],"disease,":[132],"as":[133,135,163],"well":[134],"miRNA-gene":[141,157],"disease-gene":[143,159],"relationships":[144],"association,":[147],"feature":[149,164,188],"weight":[150],"set":[152],"combination":[155],"associations":[160],"added":[162],"input":[165],"convolution":[168],"operation":[169],"CNN.":[171],"Furthermore,":[172],"squeeze":[174],"excitation":[176],"blocks":[177],"SENet":[179],"were":[180],"applied":[181],"to":[182,236,245],"determine":[183],"importance":[185],"channel":[189],"enhance":[191],"useful":[192],"means":[195],"attention":[198],"mechanism,":[199],"thus":[200],"achieving":[201],"satisfactory":[203],"proposed":[209,241],"method":[210,242],"compared":[212],"against":[213],"other":[214],"state-of-the-art":[215],"methods.":[216],"It":[217],"achieved":[218],"AUROC":[220],"score":[221,227],"95.02%":[223],"AUPR":[226],"95.55%":[229],"10-fold":[232],"cross-validation,":[233],"which":[234],"led":[235],"finding":[238],"superior":[244],"these":[246],"popular":[247],"most":[250],"performance":[253],"evaluation":[254],"indexes.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}